How real projects configure their agents

24,815 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
up2itnow0822/agentpay-mcp npmjs.com Non-custodial x402 MCP payment layer for AI agents — the open-source alternative to Vercel 8 Codex, Cursor, OpenCode 2 1,841 tok
Asixa/codemap-skill 🧹 A code janitor for AI agents — map any codebase into functional modules, score every mo 8 Codex, OpenCode 1 504 tok
vanducng/skills skills.vanducng.dev A daily-driver collection of skills for agentic coding - a portable, agent-agnostic catalo 8 Claude Code, Codex, OpenCode 2 1,036 tok
stark-ai-de/agent-skills stark-ai-de.github.io Public Agent Skills for Codex operations, Cursor operations, Claude operations, repo maint 8 Codex, OpenCode 1 1,392 tok
Dankosik/go-service-template-rest Go REST API template and Golang microservice boilerplate, AI-native for coding agents, wit 8 Claude Code, Codex, OpenCode 3 2,075 tok
mnzralee/claude-multi-agent-architecture manazir.dev A production-ready, reusable template for building sophisticated multi-agent AI systems wi 8 Claude Code, Codex, OpenCode 6 2,959 tok
pranav7/domux domux.dev domux is an open-source terminal multiplexer for AI coding agents. 8 Claude Code, Codex, OpenCode 6 5,939 tok
husker/a2acast Zero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGP 8 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,517 tok
EveryInc/garbage-man Provider-neutral email review and future-mail cleanup for AI agents 8 Claude Code, Codex, OpenCode 2 203 tok
bitwise-media-group/evolve A cli tool for evaluating coding agent plugins with a multi-tier approach. 8 Claude Code, Codex, OpenCode 3 3,191 tok
plwslpld-arch/agent-harness-internals plwslpld-arch.github.io A Chinese Agent Harness source-code textbook for developers: explains Codex, Claude, Gemin 8 Codex, OpenCode 1 963 tok
CitiesSkylinesModding/agents-plugins 🤖 Drive your Coherent Gameface game's UI with a Claude/Codex plugin with an MCP server an 8 Claude Code, Codex, OpenCode 4 3,863 tok
dravr-ai/dravr-embacle docs.rs Rust library wrapping 12 AI CLI tools as pluggable LLM providers — with OpenAI API client, 8 Claude Code, Codex, OpenCode 3 560 tok
kelvinkosbab/AppBootstrapAI agent steering for Apple (Swift 6.4 / SwiftUI / App Intents / Mac touch) and Android (Kot 8 Claude Code, Codex, OpenCode 3 20,383 tok
viplee110/economics-paper-reviewer Portable AI pre-review skill for economics papers across Codex, Claude Code, Cursor, and o 8 Claude Code, Codex, OpenCode 2 425 tok
ensemblr-hq/ensemblr ensemblr.dev Desktop orchestrator for Pi and Claude Code. Every stream of work gets its own git worktre 8 Claude Code, Codex, OpenCode 8 3,217 tok
TyrusRC/praetor Agentic pentest & red-team harness via Burp Suite MCP toolkit 8 Claude Code, Codex, Gemini CLI, OpenCode 8 12,377 tok
alsoleg89/doubt alsoleg89.github.io Turn contested questions into interactive, source-grounded evidence maps. 8 Codex, OpenCode 1 257 tok
lanseqingling/lantern An open-source comics workspace for individual comic creators, supporting story and asset 8 Codex, OpenCode 1 2,060 tok
slxca/opencontext opencntx.dev A Model Context Protocol server for persistent project-specific AI agent context. 8 Claude Code, Codex, OpenCode 2 1,538 tok
sw23/fp-conv sw23.github.io Floating Point Conversion Calculator. Convert between FP, Int, and custom data types via t 8 Claude Code, Codex 1 —
senlindesign/coding-wrapped codingwrapped.com A local-first Coding Wrapped Skill for Claude Code and Codex. 8 Codex, OpenCode 1 315 tok
VuDZ/RoslynMcpServer Roslyn-powered C# MCP server for AI agents. Enables semantic code analysis, precise diagno 8 Claude Code, Codex, Cursor, OpenCode 3 1,059 tok
Coding-Dev-Tools/click-to-mcp coding-dev-tools.github.io Wrap any Click or Typer CLI as an MCP server for AI agent integration 8 Codex, OpenCode 1 646 tok
opencue/cuecards cuecards.cc Agent profile manager for Claude Code & Codex. Per-directory profiles select which skills, 8 Claude Code, Codex, OpenCode 3 1,671 tok
Hehejie1/NoteMeld notemeld.wiki NoteMeld is a self-hosted AI knowledge workspace that automatically organizes web pages, v 8 Claude Code, Codex, OpenCode 2 2,698 tok
cmudco/dare-backend dare.cmu.edu Open-source Django REST backend for the DARE Platform, with multi-LLM chat, RAG, MCP tools 8 Claude Code, Codex, OpenCode 5 608 tok
insciqq/AIQSA Self-hosted AI workspace for small and medium teams: every major model on your own API key 8 Claude Code, Codex, OpenCode 2 2,690 tok
MrBildo/collattice Collattice — a lightweight, self-hosted kanban board built for human-agent collaboration. 8 Claude Code, Codex 2 15,660 tok
provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 12 2,274 tok
NorviaLabs/forge forge.norvialabs.com Go from idea to verified code without leaving the terminal—Forge unifies an AI agent, code 8 Claude Code, Codex, OpenCode 2 719 tok
guitaripod/wwdc-sessions Agent-native knowledge base of Apple WWDC sessions (2014-2026, Tech Talks, Meet with Apple 8 Codex, OpenCode 1 1,264 tok
mangeshraut712/Gravity-SaaS-Agent Multi-tenant SaaS AI agent platform: MCP, WhatsApp, billing — Next.js + TypeScript 8 Codex, OpenCode 1 414 tok
RenatoMignone/From-LLMs-to-Secure-Agents renatomignone.github.io A visual, source-grounded guide from agent architecture to secure agentic AI systems. 8 Codex, OpenCode 1 503 tok
longyijdos/kana Lightweight, untracked, and self-evolving terminal AI companion. Zero telemetry, durable m 8 Codex, OpenCode 1 1,229 tok
fa-mc/vibe-cading vibe-cading.ai 3D model generators with CadQuery for humans and LLM agents 8 Claude Code, Codex, OpenCode 3 2,397 tok
mohitmishra786/anti-vibe-skills As vibe coding makes AI-generated output cheaper and more abundant, the scarce resource be 8 Codex, OpenCode 1 1,329 tok
NeoXider/CoreAI AI Agents for Unity — dynamic NPCs, procedural content, and live game mechanics through LL 8 Codex, OpenCode 1 1,516 tok
nulang-org/nulang nulang.org Nulang is a type-safe programming language and runtime designed for building fast, distrib 8 Claude Code, Codex, OpenCode 2 11,422 tok
comfuture/novelist A toolbox for AI assisted novel writing 8 Codex, OpenCode 1 1,247 tok
TronLink/tronlink-skills 8 Claude Code, Codex, OpenCode 2 1,402 tok
inklate/social-skills inklate.com Social media skills for your AI agents 8 Claude Code, Codex, OpenCode 2 1,167 tok
huanbin233/jinjiancheng-skill jinjiancheng-skill 8 Claude Code, Codex, OpenCode 2 1,810 tok
legendtkl/agentic-skill-router legendtkl.github.io No-embedding Agentic Skill Router for modern agent 8 Claude Code, Codex, OpenCode 2 2,879 tok
malda231125/TradingAgents-KR Korea-market multi-agent equity research framework (KOSPI/KOSDAQ) — CLI-first LLM executio 8 Claude Code, Codex 2 1,553 tok
AppKittie/aso-mcp-skills 8 Claude Code, Codex, OpenCode 2 426 tok
felipenalves/InvOS inovadigitalid.com INVOS — memória pro seu agente de IA. Para de reexplicar quem você é em toda sessão. Multi 8 Claude Code, Codex, OpenCode 2 1,345 tok
sayantan94/AppliedIn appliedin.dev An agentic workflow that finds matching roles, tailors your resume, and automates job appl 8 Claude Code, Codex, OpenCode 2 4,069 tok
MyAgentHubs/agentloom myagenthubs.com Set the goal. A local agent team carries it to done. Coordinate models, continue sessions 8 Claude Code, Codex, OpenCode 2 2,752 tok
rajanm/retail-enterprise-agents rajanm.github.io Declarative Google Agent Development Kit (ADK) agents for Gemini Enterprise powered by Big 8 Claude Code, Codex, Gemini CLI, OpenCode 3 32,811 tok